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基于Wright-Fisher过程的WSNs节点信任随机演化策略

王丁 曹奇英 许洪云 沈士根

计算机应用与软件2017,Vol.34Issue(1):110-116,7.
计算机应用与软件2017,Vol.34Issue(1):110-116,7.DOI:10.3969/j.issn.1000-386x.2017.01.020

基于Wright-Fisher过程的WSNs节点信任随机演化策略

STOCHASTIC EVOLUTIONARY TRUST STRATEGY OF WSNS NODES BASED ON WRIGHT-FISHER PROCESS

王丁 1曹奇英 1许洪云 2沈士根3

作者信息

  • 1. 东华大学计算机科学与技术学院 上海201620
  • 2. 东华大学信息科学与技术学院 上海201620
  • 3. 绍兴文理学院计算机科学与工程系 浙江绍兴312000
  • 折叠

摘要

Abstract

To solve the problem of trust decisions among WSNs nodes which affects the cooperation between nodes, considering limited numbers of nodes and individual stochastic effect, a stochastic evolutionary trust strategy of WSNs nodes based on Wright-Fisher process is proposed, and a punishment mechanism related to the trust level of nodes is also introduced.The strategy remedied the defect that replicator dynamics was inapplicable to the WSNs due to the limited numbers of nodes.Theorems of arriving at the evolutionary stable state were deduced and proved through the analysis of stochastic dynamics.Experiments verified the conclusions and analyzed the impacts of punishment levels and selection intensities.

关键词

无线传感器网络/信任/Wright-Fisher过程/随机演化博弈/惩罚机制

Key words

Wireless sensor networks(WSNs)/Trust/Wright-Fisher process/Stochastic evolutionary game/Punishment mechanism

分类

信息技术与安全科学

引用本文复制引用

王丁,曹奇英,许洪云,沈士根..基于Wright-Fisher过程的WSNs节点信任随机演化策略[J].计算机应用与软件,2017,34(1):110-116,7.

基金项目

国家自然科学基金项目(61272034). (61272034)

计算机应用与软件

OA北大核心CSTPCD

1000-386X

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